Who We Are

Dedicated. Results-Driven.

Derive is an independent AI & Data Science consulting practice led by a seasoned expert. Think of it as a boutique consultancy that delivers big-firm results with the personal touch of a solo operator. We provide custom development, analytics solutions, and even training in machine learning and artificial intelligence, adapting to any industry or vertical.

Flexible. Nimble. Agile.

Being a small, founder-led outfit makes us highly flexible and innovative – we quickly tailor our approach to each client’s situation. Our driving mission is simple: leverage our deep experience at the intersection of business and technology to help organizations make better, smarter decisions driven by data. In short, we exist to provide sustainable value and give you a competitive edge through AI and analytics.

When you partner with Derive, you’ll notice the difference in our engagement style. No faceless teams or hand-offs – the expert who scopes your project is the one building it. We work collaboratively with you as part of your team, ensuring that solutions make sense in your business context. We also operate with full transparency: you’ll have a clear project plan with defined milestones, and we welcome questions and ideas at any point. Our measure of success isn’t just ticking off deliverables; it’s seeing your organization reach new heights because your outcomes are the true measure of our impact.

Enterprise-Grade Expertise Across Wide Verticals

Founder & Principal

Meet Vishal Patel

Vishal Patel founded Derive to offer companies a better way to implement Data Science, ML, and AI – one rooted in expertise, integrity, and personal dedication. He brings over twenty years of hands-on experience in data science, ML, and AI. Vishal has solved a wide array of business challenges using data, math, and code. As a lead data scientist, he implemented innovative analytics systems that enhanced decision-making and marketing performance for several Fortune 100 clients. He has also built cloud-based machine learning products from the ground up and coached teams of junior data scientists on rigorous, repeatable modeling practices.

Vishal Patel, Derive.io

Quality First

We take pride in delivering high-quality work every time. From rigorous data analysis to well-engineered code, excellence is our standard.

High Collaboration

Clients aren’t just customers – they’re partners. We prefer to work side by side with you, integrating with your team and sharing knowledge openly.

True Partners

We don’t just meet commitments and walk away. We go further, striving to ensure the work we do genuinely helps you succeed in your long-term goals. 

Transparency & Clarity

Trust is built through honesty and clarity. We maintain clear communication throughout the engagement, explain our methods in plain language, and avoid buzzwords. You’ll always understand what we’re doing and how the results were achieved.

Empowerment Over Dependency

While we love ongoing relationships, we never aim to make you reliant on us. We build solutions your team can maintain and scale, and we’re happy to train or mentor your staff. If you want to continue working together, it will be by choice, not necessity.

Education & Thought Leadership

Data science and AI are ever-evolving fields, and we stay at the cutting edge. We invest time in research, writing, and speaking about the latest advancements. This passion for learning isn’t academic – it directly benefits our clients as we bring fresh, proven ideas to the table.

StrAItegic Insights

AI Needs More Data Science Thank You Might Think

While AI engineers are building powerful systems, data scientists bring some unique skills that are often overlooked — yet absolutely crucial.
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8 Key Principles for Applied AI

AI is moving fast — sometimes too fast. In the rush to build, it’s easy to lose sight of what really matters. Whether you’re a founder, product...
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Data scientists analyze and visualize massive data on virtual screens, using AI to process complex data. Big data technology and data science. Data flow. Digital neural network artificial intelligence

The Coding Evolution of a Data Scientist: 20 Years, 4 Eras

Looking back over the past 20+ years, my coding style and experience have evolved dramatically. When I reflect on that journey, I see four distinct eras —...
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